Description

This analysis provides a forecast of ETH prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-06-08 1909.439637 2077.853568 2248.321864 2433.494834 2628.670646 2827.991485 3046.636936
2025-06-15 1663.586615 1917.851226 2184.831864 2484.870799 2811.480651 3155.105060 3542.810461
2025-06-22 1483.907787 1787.832918 2115.878299 2493.803690 2914.722055 3366.783326 3886.636257
2025-06-29 1338.114484 1675.852920 2049.211367 2488.470640 2987.070219 3531.603247 4167.392402
2025-07-06 1179.731492 1534.996460 1936.973249 2419.465905 2976.943535 3595.229118 4327.151394
2025-07-13 1131.261956 1516.213648 1959.631052 2499.959509 3132.534426 3842.060035 4690.403312
2025-07-20 1068.256238 1474.496397 1950.721894 2539.564897 3237.654043 4029.034107 4984.096625
2025-07-27 997.256267 1417.842612 1919.588962 2548.945350 3304.204486 4169.164371 5222.292666
2025-08-03 927.168760 1357.669452 1880.194321 2544.816445 3351.778338 4284.944517 5430.615698
2025-08-10 872.800423 1313.886351 1857.916924 2558.779682 3418.791809 4421.968025 5662.733998
2025-08-17 811.200194 1257.085554 1816.281128 2546.163174 3451.433247 4516.634378 5843.855154
2025-08-24 770.270653 1225.038387 1803.869250 2568.075690 3524.752595 4658.884289 6080.888273
2025-08-31 711.889732 1167.326566 1757.098954 2546.078749 3544.261221 4737.623626 6244.460811
2025-09-07 688.060209 1155.580033 1769.162800 2598.324972 3655.787271 4928.072554 6543.039416
2025-09-14 649.244666 1120.693820 1748.918714 2607.542926 3712.384631 5051.023839 6760.057701
2025-09-21 607.801550 1079.740359 1718.634292 2602.047006 3749.121450 5148.779523 6946.079513
2025-09-28 545.893448 1005.646270 1640.471649 2530.927297 3699.979650 5138.686043 6999.001802
2025-10-05 541.581759 1016.343896 1678.471601 2613.886124 3848.682334 5374.678428 7354.563740
2025-10-12 523.468853 1005.196519 1685.363255 2654.694870 3942.768052 5542.683513 7626.957372
2025-10-19 496.405526 978.904907 1669.852025 2664.359428 3995.780465 5658.933979 7835.456650
2025-10-26 466.722174 946.913734 1644.930214 2660.105514 4029.768500 5750.727124 8013.432271
2025-11-02 444.471822 925.459400 1634.160912 2674.491244 4087.766736 5872.695560 8229.130082
2025-11-09 415.663731 891.834021 1604.409831 2661.493025 4108.656284 5946.933710 8384.864425